Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-11 0.147936 0.161809 0.176879 0.194549 0.214806 0.237430 0.264787
2025-05-18 0.123098 0.141841 0.163791 0.191741 0.226893 0.270350 0.329308
2025-05-25 0.105031 0.125230 0.150106 0.183652 0.228780 0.289067 0.378832
2025-06-01 0.093934 0.114989 0.141960 0.180053 0.234250 0.311674 0.437122
2025-06-08 0.086471 0.108211 0.137001 0.179323 0.242616 0.338799 0.507874
2025-06-15 0.081184 0.103585 0.134142 0.180725 0.253709 0.371419 0.596012
2025-06-22 0.074091 0.095773 0.125948 0.173113 0.249463 0.378002 0.638800
2025-06-29 0.068588 0.089709 0.119641 0.167519 0.247428 0.387600 0.689817
2025-07-06 0.064270 0.084987 0.114854 0.163686 0.247628 0.400961 0.752658
2025-07-13 0.062578 0.083917 0.115364 0.168264 0.262833 0.445356 0.902304
2025-07-20 0.061308 0.083345 0.116529 0.173963 0.280815 0.499313 1.101669
2025-07-27 0.059788 0.082266 0.116770 0.178045 0.296312 0.551772 1.327126
2025-08-03 0.058062 0.080824 0.116420 0.181252 0.311070 0.607758 1.607300
2025-08-10 0.055620 0.078127 0.113837 0.180188 0.317032 0.644684 1.853280
2025-08-17 0.052280 0.073821 0.108290 0.173091 0.309111 0.644134 1.952701
2025-08-24 0.049903 0.070932 0.104944 0.169850 0.309219 0.665446 2.169204
2025-08-31 0.048160 0.068970 0.103043 0.169193 0.315035 0.704598 2.515909
2025-09-07 0.046872 0.067675 0.102193 0.170489 0.325573 0.761245 3.038174
2025-09-14 0.044364 0.064247 0.097403 0.163472 0.315183 0.749736 3.130095
2025-09-21 0.042303 0.061483 0.093655 0.158308 0.308773 0.750045 3.313286
2025-09-28 0.040619 0.059280 0.090799 0.154767 0.306005 0.762190 3.610868
2025-10-05 0.040177 0.059146 0.091646 0.158997 0.323692 0.851971 4.755686
2025-10-12 0.039887 0.059249 0.092921 0.164256 0.345130 0.966305 6.606041